Course Summary :

Taught by a team which includes 2 Stanford-educated, ex-Googlers and 2 ex-Flipkart Lead Analysts. This team has decades of practical experience in working with large-scale data processing jobs.

Relational Databases are so stuffy and old! Welcome to HBase - a database solution for a new age.

HBase: Do you feel like your relational database is not giving you the flexibility you need anymore? Column oriented storage, no fixed schema and low latency make HBase a great choice for the dynamically changing needs of your applications.

What's Covered:

25 solved examples covering all aspects of working with data in HBaseCRUD operations in the shell and with the Java API, Filters, Counters, MapReduce

Implement your own notification service for a social network using HBase

HBase and itâ€™s role in the Hadoop ecosystem, HBase architecture and what makes HBase different from RDBMS and other Hadoop technologies like Hive.

Talk to us!

Write us about anything - anything! - and we will always reply :-)

What am I going to get from this course?

Set up a database for your application using HBase

Integrate HBase with MapReduce for data processing tasks

Create tables, insert , read and delete data from HBase

Get an all round understanding of HBase and it's role in the Hadoop ecosystem

Pre-Requisites :

What are the requirements? You'll need to have an IDE where you can run Java code, Intellij IDEA and Eclipse are both good options You'll need to have some experience with Java programming

Target Audience :

What is the target audience? Yep! Anyone who is interested in understanding HBase, NoSQL and distributed database management Yep! Engineers who want to move away from RDBMS and use HBase for their database solution Yep! Folks who are using Hadoop ecosystem

Curriculum :

Section 1 - You, This Course and Us

1 :
You, This Course and Us01:50

Section 2 - Introduction to HBase

2 :
The problem with distributed computing

3 :
Installing HBase

4 :
The Hadoop ecosystem

5 :
The role of HBase in the Hadoop ecosystem

6 :
How is HBase different from RDBMS?

7 :
HBase Data Model

8 :
Introducing CRUD operations

9 :
HBase is different from Hive

Section 3 - CRUD operations using the HBase Shell

10 :
Example1 - Creating a table for User Notifications Preview

11 :
Example 2 - Inserting a row

12 :
Example 3 - Updating a row

13 :
Example 4 - Retrieving a row

14 :
Example 5 - Retrieving a range of rows

15 :
Example 6 - Deleting a row

16 :
Example 7 - Deleting a table

Section 4 - CRUD operations using the Java API

17 :
Example 8 - Creating a table with HBaseAdmin

18 :
Example 9 - Inserting a row using a Put object

19 :
Example 10 - Inserting a list of Puts

20 :
Example 11 - Retrieving data - Get and Result objects

21 :
Example 12 - A list of Gets

22 :
Example 13 - Deleting a row

23 :
Example 14 - A list of Deletes

24 :
Example 15 - Mix and match with batch operations

25 :
Example 16 - Scanning a range of rows

26 :
Example 17 - Deleting a table

Section 5 - HBase Architecture

27 :
HBase Architecture

Section 6 - Advanced operations - Filters and Counters

28 :
Example 18 - Filter by Row id - RowFilter

29 :
Example 19 - Filter by column value - SingleColumnValueFilter

30 :
Example 20 - Apply multiple conditions - Filterlist Preview

31 :
Example 21 - Retrieve rows within a time range Preview

32 :
Example 22 - Atomically incrementing a value with Counters

Section 7 - MapReduce with HBase

33 :
Example 23 : A MapReduce task to count Notifications by Type

34 :
Example 23 continued: Implementing the MapReduce in Java

35 :
Demo : Running a MapReduce task

Section 8 - Build a Notification Service

36 :
Example 24 : Implement a Notification Hierarchy

37 :
Example 25: Implement a Notifications Manager

Section 9 - Installing Hadoop in a Local Environment

38 :
Hadoop Install Modes

39 :
Setup a Virtual Linux Instance (For Windows users)

40 :
Hadoop Standalone mode Install

41 :
Hadoop Pseudo-Distributed mode Install

Reviews

Instructor :

Loonycorn A 4-ppl team;ex-Google.

Biography

Loonycorn is us, Janani Ravi, Vitthal Srinivasan, Swetha Kolalapudi and Navdeep Singh. Between the four of us, we have studied at Stanford, IIM Ahmedabad, the IITs and have spent years (decades, actually) working in tech, in the Bay Area, New York, Singapore and Bangalore. Janani: 7 years at Google (New York, Singapore); Studied at Stanford; also worked at Flipkart and Microsoft Vitthal: Also Google (Singapore) and studied at Stanford; Flipkart, Credit Suisse and INSEAD too Swetha: Early Flipkart employee, IIM Ahmedabad and IIT Madras alum Navdeep: longtime Flipkart employee too, and IIT Guwahati alum We think we might have hit upon a neat way of teaching complicated tech courses in a funny, practical, engaging way, which is why we are so excited to be here on Unanth! We hope you will try our offerings, and think you'll like them :-)

Reviews

Average Rating

5 (1 Reviews)

MAHESH PANCHAGNULA

posted 6 month before

Nice way of teaching

I enjoyed learning from this course. Teaching style is good. Concepts explained in nice way.